% ==> problems definiation
@article{Bart2005CrossgeneralizationLN,
  title={Cross-generalization: learning novel classes from a single example by feature replacement},
  author={Evgeniy Bart and Shimon Ullman},
  journal={2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05)},
  year={2005},
  volume={1},
  pages={672-679 vol. 1}
}
@inproceedings{Fink2004ObjectCF,
  title={Object Classification from a Single Example Utilizing Class Relevance Metrics},
  author={Michael Fink},
  booktitle={NIPS},
  year={2004}
}
@article{FeiFeiLi2006OneShotLO,
  title={One-Shot Learning of Object Categories},
  author={Fei-FeiLi and FergusRob and PeronaPietro},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2006}
}
@article{Lake2011OneSL,
  title={One shot learning of simple visual concepts},
  author={Brenden M. Lake and Ruslan Salakhutdinov and Jason Gross and Joshua B. Tenenbaum},
  journal={Cognitive Science},
  year={2011},
  volume={33}
}

% ===> summaries
@inproceedings{chen2019closer,
title={A Closer Look at Few-shot Classification},
author={Wei-Yu Chen and Yen-Cheng Liu and Zsolt Kira and Yu-Chiang Frank Wang and Jia-Bin Huang},
booktitle={International Conference on Learning Representations},
year={2019},
url={https://openreview.net/forum?id=HkxLXnAcFQ},
}

@article{Wang2019GeneralizingFA,
  title={Generalizing from a Few Examples: A Survey on Few-Shot Learning},
  author={Yaqing Wang and Quanming Yao and James T. Kwok and Lionel M. Ni},
  journal={ACM Computing Surveys (CSUR)},
  year={2019}
}

@inproceedings{
Dhillon2020A,
title={A Baseline for Few-Shot Image Classification},
author={Guneet Singh Dhillon and Pratik Chaudhari and Avinash Ravichandran and Stefano Soatto},
booktitle={International Conference on Learning Representations},
year={2020},
url={https://openreview.net/forum?id=rylXBkrYDS}
}

@inproceedings{
zintgraf2019caml,
title={{CAML}: Fast Context Adaptation via Meta-Learning},
author={Luisa M Zintgraf and Kyriacos Shiarlis and Vitaly Kurin and Katja Hofmann and Shimon Whiteson},
year={2019},
url={https://openreview.net/forum?id=BylBfnRqFm},
}
